公开(公告)号：US20170228361A1

公开(公告)日：2017-08-10

申请号：US15429094

申请日：2017-02-09

申请人： Yong Zhang ,  Ning Liu

发明人： Yong Zhang ,  Ning Liu

IPC分类号： G06F17/27 ,  G06F17/30

摘要： A computer system for parsing bulk message information into intelligent question retrieval models receives text-based data associated with a particular user. The system encodes the word into a context-dependent vector, wherein the context-dependent vector indicates the meaning of the word across a semantic space. The system also identifies within a context-independent database a context-independent vector that is associated with the word. Further, the system generates an objective output by combining the context-dependent vector and the context-independent vector. Further still, the system generates a sentence encoding representation by processing at least a portion of the text-based data through a high-level feature embedded convolutional semantic model to generate numerical representations of questions and answers within the text-based dataset. The sentence encoding representation is generated at least in part based upon the objective output.

公开(公告)号：US10509860B2

公开(公告)日：2019-12-17

申请号：US15429094

申请日：2017-02-09

申请人： Yong Zhang ,  Ning Liu

发明人： Yong Zhang ,  Ning Liu

IPC分类号： G06F17/27 ,  G06F16/332 ,  G06F16/33

摘要： A computer system for parsing bulk message information into intelligent question retrieval models receives text-based data associated with a particular user. The system encodes the word into a context-dependent vector, wherein the context-dependent vector indicates the meaning of the word across a semantic space. The system also identifies within a context-independent database a context-independent vector that is associated with the word. Further, the system generates an objective output by combining the context-dependent vector and the context-independent vector. Further still, the system generates a sentence encoding representation by processing at least a portion of the text-based data through a high-level feature embedded convolutional semantic model to generate numerical representations of questions and answers within the text-based dataset. The sentence encoding representation is generated at least in part based upon the objective output.

公开(公告)号：US20160140254A1

公开(公告)日：2016-05-19

申请号：US14897824

申请日：2013-06-13

申请人： Jun YAN ,  Ning LIU ,  Lei JI ,  Zheng CHEN ,  MICROSOFT TECHNOLOGY LICENSING, LLC

发明人： Jun Yan ,  Ning Liu ,  Lei Ji ,  Zheng Chen

IPC分类号： G06F17/30 ,  G06F3/0484

CPC分类号： G06F17/30991 ,  G06F3/0484 ,  G06F17/3053 ,  G06F17/30864 ,  G06Q30/0629

摘要： Some examples include displaying a user interface that includes attributes and entities that are determined to be related to an input entity identified by a user. Further, some implementations include displaying a structured data table that identifies attribute values associated with the input entity and selected related entities.

摘要翻译： 一些示例包括显示包括被确定为与由用户标识的输入实体相关的属性和实体的用户界面。 此外，一些实现方式包括显示结构化数据表，其识别与输入实体和所选相关实体相关联的属性值。

公开(公告)号：US08868598B2

公开(公告)日：2014-10-21

申请号：US13586711

申请日：2012-08-15

申请人： Jianwen Zhang ,  Zhimin Zhang ,  Jian-Tao Sun ,  Jun Yan ,  Ning Liu ,  Lei Ji ,  Weizhu Chen ,  Zheng Chen

发明人： Jianwen Zhang ,  Zhimin Zhang ,  Jian-Tao Sun ,  Jun Yan ,  Ning Liu ,  Lei Ji ,  Weizhu Chen ,  Zheng Chen

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30032 ,  G06F17/30905

摘要： A smart user-centric information aggregation system allows a user to define a region of content displayed in a display of a device and performs information aggregation on behalf of the user. The smart user-centric information aggregation system searches, aggregates and groups information related to content included in the region of content for the user while the user can continue to perform his/her original course of actions without interruption. After finding information related to the desired content, the smart user-centric information aggregation system may notify the user and present the found information to the user upon receiving confirmation from the user. The smart user-centric information aggregation system may continue to find new related information and update the presentation with the newly found information periodically, in some instances without user intervention or input.

摘要翻译： 以智能用户为中心的信息聚合系统允许用户定义显示在设备显示器中的内容区域，并代表用户执行信息聚合。 智能用户为中心的信息聚合系统在用户可以继续执行他/她的原始行为过程而不间断地搜索，聚合和分组与用户内容区域中包含的内容相关的信息。 在找到与期望内容相关的信息之后，智能用户为中心的信息聚合系统可以在接收到来自用户的确认时通知用户并向用户呈现找到的信息。 以智能用户为中心的信息聚合系统可以继续寻找新的相关信息，并且在某些情况下，不需要用户干预或输入，定期更新新发现的信息。

公开(公告)号：US20130138655A1

公开(公告)日：2013-05-30

申请号：US13307836

申请日：2011-11-30

申请人： Jun Yan ,  Lei Ji ,  Ning Liu ,  Zheng Chen

发明人： Jun Yan ,  Lei Ji ,  Ning Liu ,  Zheng Chen

IPC分类号： G06F17/30

CPC分类号： G06F17/30702 ,  G06F17/30867

摘要： Techniques are described for generating structured information from semi-structured web pages, and retrieving the structured knowledge in response to a user query that indicates a query intent. The structured information is automatically extracted offline from semi-structured web pages, through the use of an auto wrapper solution that is noise tolerant, scalable, and automatic. The structured information is stored in a knowledge base, and provided in response to a user search query that indicates a query intent. Extraction of structured information may also include clustering of pages based on their measured similarities. The clusters may be determined based on similar elements in the tag path text data of the pages. A minimum size threshold may be applied to the clusters.

摘要翻译： 描述了用于从半结构化网页生成结构化信息的技术，以及响应于指示查询意图的用户查询来检索结构化知识。 结构化信息通过使用具有噪声容限，可扩展和自动的自动包装解决方案，从半结构化网页离线自动提取。 结构化信息存储在知识库中，并响应于指示查询意图的用户搜索查询而提供。 结构化信息的提取还可以包括基于其测量的相似性来聚合页面。 可以基于页面的标签路径文本数据中的类似元素来确定簇。 可以将最小大小阈值应用于群集。

公开(公告)号：US20130034352A1

公开(公告)日：2013-02-07

申请号：US13565458

申请日：2012-08-02

申请人： Ning Liu

发明人： Ning Liu

IPC分类号： H04B10/18

CPC分类号： H04B10/25133 ,  H04B10/6161 ,  H04B2210/252

摘要： The present disclosure relates to the field of communications, and in particular, to a coherent receiver apparatus and a chromatic dispersion compensation method. The apparatus includes a polarization beam splitter and a chromatic dispersion compensation module. An optical splitter is disposed in front of the polarization beam splitter, and a chromatic dispersion monitoring module is connected between the optical splitter and the chromatic dispersion compensation module. The optical splitter is configured to split a modulated optical signal received by the coherent receiver apparatus and then transmit the split modulated optical signal to the chromatic dispersion monitoring module and the polarization beam splitter. The chromatic dispersion monitoring module is configured to perform chromatic dispersion monitoring on the modulated optical signal to determine a chromatic dispersion range of the modulated optical signal, and enable the chromatic dispersion compensation module to perform chromatic dispersion compensation in the chromatic dispersion range.

摘要翻译： 本公开涉及通信领域，特别涉及一种相干接收机装置和色散补偿方法。 该装置包括偏振分束器和色散补偿模块。 光分路器设置在偏振分束器的前面，并且色散监视模块连接在光分路器和色散补偿模块之间。 光分路器被配置为分离由相干接收机设备接收的调制光信号，然后将分离的调制光信号发送到色散监视模块和偏振分束器。 色散监视模块被配置为对调制的光信号进行色散监视，以确定调制的光信号的色散范围，并使色散补偿模块能够在色散范围内进行色散补偿。

公开(公告)号：US08290921B2

公开(公告)日：2012-10-16

申请号：US11770505

申请日：2007-06-28

申请人： Ning Liu ,  Jun Yan ,  Benyu Zhang ,  Zheng Chen ,  Jian Wang

发明人： Ning Liu ,  Jun Yan ,  Benyu Zhang ,  Zheng Chen ,  Jian Wang

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30864 ,  G06F17/3064

摘要： Techniques for identifying similar queries based on their overall similarity and partial similarity of time series of frequencies of the queries are provided. To identify queries that are similar to a target query, the query analysis system generates, for each query, an overall similarity score for that query and the target query based on the time series of the query and the target query. The query analysis system also generates, for each query, partial similarity scores for the query and the target query based on various time sub-series of the overall time series of the queries. The query analysis system then identifies queries as being similar to the target query based on the overall similarity scores and the partial similarity scores of the queries.

摘要翻译： 提供了基于其查询的时间序列的总体相似性和部分相似性来识别类似查询的技术。 为了识别类似于目标查询的查询，查询分析系统根据查询和目标查询的时间序列为每个查询生成该查询和目标查询的总体相似性得分。 查询分析系统还根据查询的整个时间序列的各种时间子序列，为每个查询生成查询和目标查询的部分相似度分数。 然后，查询分析系统基于查询的总体相似性得分和部分相似性得分将查询识别为与目标查询相似。

公开(公告)号：US20120259801A1

公开(公告)日：2012-10-11

申请号：US13081391

申请日：2011-04-06

申请人： Lei Ji ,  Jun Yan ,  Ning Liu ,  Zheng Chen

发明人： Lei Ji ,  Jun Yan ,  Ning Liu ,  Zheng Chen

IPC分类号： G06F15/18

CPC分类号： G06N99/005

摘要： Transfer of learning trains a new domain for the classification of search queries according to different tasks, as well as the generation of a corresponding domain-specific query classifier that may be used to classify the search queries according to the different tasks in the new domain. The transfer of learning may include preparing a new domain to receive classification knowledge from one or more source domains by populating the new domain with preliminary query patterns extracted for a search engine log. The transfer of learning may further include preparing the classification knowledge in each source domain for transfer to the new domain. The classification knowledge in each source domain may then be transferred to the new domain.

摘要翻译： 学习的转移为根据不同任务对搜索查询进行分类的新领域提供了新的领域，以及生成可用于根据新域中的不同任务对搜索查询进行分类的相应的域特定查询分类器。 学习的转移可能包括准备一个新的域，以通过用搜索引擎日志提取的初步查询模式填充新域来从一个或多个源域接收分类知识。 学习的转移还可以包括准备每个源域中的分类知识以转移到新的域。 然后可以将每个源域中的分类知识转移到新域。

公开(公告)号：US08119350B2

公开(公告)日：2012-02-21

申请号：US12441710

申请日：2007-08-23

申请人： Zhong Chen ,  Ning Liu

发明人： Zhong Chen ,  Ning Liu

IPC分类号： C12Q1/68 ,  G01N33/551 ,  G01N33/553

CPC分类号： C12Q1/6837 ,  B01J2219/00605 ,  B01J2219/00612 ,  B01J2219/00626 ,  B01J2219/0063 ,  B01J2219/00637 ,  Y10S436/805 ,  C12Q2565/628 ,  C12Q2565/607 ,  C12Q2527/125

摘要： The present invention discloses using SPR technology to detect MM related genomic imbalances in bone marrow samples. An efficient formula to make a mixed SAM that can greatly enhance the immobilization ability of the metal surface in SPR based techniques, which is good for the immobilization of DNA markers used for the identification of MM related genomic imbalances in bone marrow samples is also disclosed.

摘要翻译： 本发明公开了使用SPR技术检测骨髓样品中MM相关基因组不平衡。 还公开了一种制备混合SAM的有效配方，可以大大增强金属表面在基于SPR的技术中的固定能力，这对于用于鉴定骨髓样品中MM相关基因组不平衡的DNA标记的固定是有利的。

公开(公告)号：US20110026102A1

公开(公告)日：2011-02-03

申请号：US12534642

申请日：2009-08-03

申请人： Dmitry Starodubov ,  Ning Liu ,  Yuri Grapov

发明人： Dmitry Starodubov ,  Ning Liu ,  Yuri Grapov

IPC分类号： G02F1/35

CPC分类号： H01S3/0675 ,  G02F1/37 ,  H01S3/1305 ,  H01S3/2308 ,  H01S3/2383

摘要： A method and system for converting one frequency into another include a MOPA configuration radiating a light at a first frequency which is coupled into a frequency conversion unit. Further included are a control unit operative to monitor the other frequency and a pump unit operative to vary its output power provided that the monitored frequency does not substantially match a reference value stored in the control unit. The output power of the pump unit varies while the master oscillator scans its cavity in search for the desired resonant frequency.

摘要翻译： 用于将一个频率转换成另一个频率的方法和系统包括：辐射耦合到频率转换单元中的第一频率的光的MOPA配置。 进一步包括的是控制单元，其操作以监视另一个频率，并且泵单元可操作以改变其输出功率，只要所监视的频率与存储在控制单元中的参考值基本不匹配即可。 泵单元的输出功率在主振荡器扫描其空腔以搜索期望的谐振频率时变化。